Updes

Latest version: v1.0.2.post1

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0.1.1

This release focuses on providing accurate examples on how to use Updec:
- Formulation of the adjoint equations for Laplace
- 3 different formulations of the adjoint equations for Navier-Stokes (the best has a negated loss)
- Find appropriate hyperparams for differentiable solvers on Navier-Stokes for better memory efficiency
- Implements finite difference in lieu of the differentiable solver on Navier-Stokes
- Integrated Adam optimiser to DAL and DP gradient descents
- Improved plotting, small bugs, etc.

0.1.0

Very first release. The code is working smoothly, but isn't vectorized. Major features include:
- PDE solving with RBF e.g. The Laplace equation with Neumann boundary conditions with super-linear convergence
- Load cloud points from Gmsh
- Implementation of RBF-PINNs (not stable)

N.B. The current API is not stable as the code is under active development.

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